| Marked Neural Spatio-Temporal Point Process Involving a Dynamic Graph Neural Network | Jun 7, 2022 | AttributeGraph Neural Network | —Unverified | 0 |
| Neuro CROSS exchange: Learning to CROSS exchange to solve realistic vehicle routing problems | Jun 6, 2022 | Graph Neural Network | —Unverified | 0 |
| HPGNN: Using Hierarchical Graph Neural Networks for Outdoor Point Cloud Processing | Jun 5, 2022 | Autonomous NavigationGraph Neural Network | —Unverified | 0 |
| Instant Graph Neural Networks for Dynamic Graphs | Jun 3, 2022 | Graph Neural Network | —Unverified | 0 |
| Can Hybrid Geometric Scattering Networks Help Solve the Maximum Clique Problem? | Jun 3, 2022 | DecoderGraph Neural Network | CodeCode Available | 0 |
| Invertible Neural Networks for Graph Prediction | Jun 2, 2022 | Anomaly DetectionGraph Neural Network | CodeCode Available | 0 |
| Neural Improvement Heuristics for Graph Combinatorial Optimization Problems | Jun 1, 2022 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| An Empirical Study of Retrieval-enhanced Graph Neural Networks | Jun 1, 2022 | Graph Neural NetworkGraph Property Prediction | CodeCode Available | 0 |
| Template based Graph Neural Network with Optimal Transport Distances | May 31, 2022 | Graph ClassificationGraph Matching | CodeCode Available | 0 |
| Distributed Graph Neural Network Training with Periodic Stale Representation Synchronization | May 31, 2022 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| Continuous Temporal Graph Networks for Event-Based Graph Data | May 31, 2022 | Graph Neural Network | —Unverified | 0 |
| A multimedia recommendation model based on collaborative graph | May 30, 2022 | Graph Neural Networkmodel | —Unverified | 0 |
| GraphWalks: Efficient Shape Agnostic Geodesic Shortest Path Estimation | May 30, 2022 | Graph Neural Network | —Unverified | 0 |
| DeepSAT: An EDA-Driven Learning Framework for SAT | May 27, 2022 | Graph Neural Network | —Unverified | 0 |
| Feudal Multi-Agent Reinforcement Learning with Adaptive Network Partition for Traffic Signal Control | May 27, 2022 | Graph Neural NetworkMulti-agent Reinforcement Learning | —Unverified | 0 |
| Image Keypoint Matching using Graph Neural Networks | May 27, 2022 | Graph MatchingGraph Neural Network | —Unverified | 0 |
| Bias Reduction via Cooperative Bargaining in Synthetic Graph Dataset Generation | May 27, 2022 | BenchmarkingDataset Generation | CodeCode Available | 0 |
| DT+GNN: A Fully Explainable Graph Neural Network using Decision Trees | May 26, 2022 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Reinforcement Learning Approach for Mapping Applications to Dataflow-Based Coarse-Grained Reconfigurable Array | May 26, 2022 | Graph AttentionGraph Neural Network | CodeCode Available | 0 |
| MUG: Multi-human Graph Network for 3D Mesh Reconstruction from 2D Pose | May 25, 2022 | 3D Human Pose Estimation3D Multi-Person Human Pose Estimation | —Unverified | 0 |
| Improving Subgraph Representation Learning via Multi-View Augmentation | May 25, 2022 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| Robust Reinforcement Learning on Graphs for Logistics optimization | May 25, 2022 | Graph Neural Networkreinforcement-learning | —Unverified | 0 |
| Service Discovery in Social Internet of Things using Graph Neural Networks | May 25, 2022 | Graph Neural Network | —Unverified | 0 |
| TrustGNN: Graph Neural Network based Trust Evaluation via Learnable Propagative and Composable Nature | May 25, 2022 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Predicting Corporate Risk by Jointly Modeling Company Networks and Dialogues in Earnings Conference Calls | May 25, 2022 | Graph AttentionGraph Neural Network | —Unverified | 0 |
